Search Engineering in the Age of LLMs: Rethinking How Brands Get Found
Date: 21st March 2026, 10:00 AM
Location: Mumbai
Marketing is undergoing a fundamental shift as brands move away from chasing attention and begin aligning with how modern discovery systems operate. In a recent feature with Passionate In Marketing, Senthil Kumar Hariram, Founder and Managing Director, FTA Global, shared his perspective on how AI is redefining visibility and brand discovery.
The article highlights that traditional marketing metrics such as reach and impressions are losing their effectiveness in an AI-driven ecosystem. Instead of relying on repetitive messaging to capture attention, brands must now focus on relevance. AI-powered platforms, including search engines and recommendation systems, determine which content surfaces based on structure, clarity, and contextual alignment rather than promotional intensity.
It further explains that content today must serve a dual purpose. It should engage human audiences while also being easily interpretable by machines. This requires a shift towards structured data, semantic consistency, and stronger interlinking of information. Brands that fail to adapt to this new approach risk losing visibility, regardless of how strong their messaging may be.
Another key theme is the rise of intent-driven marketing. Understanding user intent and aligning content to match specific queries has become critical. Rather than persuading users through emotional narratives alone, brands must position themselves as the most relevant and logical answer within a given context. This is where search engineering becomes essential, helping brands design their digital ecosystem to improve discoverability.
The article also emphasises the need for organisations to move from campaign-led thinking to system-led strategies. Marketing is no longer a standalone function but an integrated framework involving content, technology, and data working cohesively. This shift ensures long-term visibility and sustained relevance in AI-driven environments.
Looking ahead, the focus will increasingly shift towards metrics such as inclusion, contextual accuracy, and long-term discoverability. Brands that embrace this evolution will be better equipped to stay visible and competitive.
Read the full story here: Link
